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Article: Case-based reasoning integrations.(Abstract)
- Article from:
- AI Magazine
- Article date:
- March 22, 2002
- Author:
CopyrightCOPYRIGHT 2002 American Association for Artificial Intelligence. This material is published under license from the publisher through the Gale Group, Farmington Hills, Michigan. All inquiries regarding rights should be directed to the Gale Group. (Hide copyright information)
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Case-based reasoning (CBR) is an AI paradigm that can be synergistically combined with other approaches to facilitate a broad array of tasks (Aha and Daniels 1998). This article presents a brief introduction to CBR, a review of other approaches with which CBR has been combined, an overview of tasks CBR integrations can perform, a discussion of open issues in CBR integration, and a look at synergies achieved through CBR integration. It characterizes the types of multimodal reasoning integrations where CBR can play a role, identifies the types of roles that CBR components can fulfill, and provides examples of integrated CBR systems.
CBR is the process of using past ...